A New Approach for Data Filtering in Wireless Sensor Networks

被引：6

作者：

Gautam, Nidhi ^{[1
]}

Sofat, Sanjeev ^{[2
]}

Vig, Renu ^{[3
]}

机构：

[1] UIAMS Panjab Univ, Chandigarh, India

[2] PEC Univ Technol, Chandigarh, India

[3] U I E T Panjab Univ, Chandigarh, India

来源：

PROCEEDINGS OF NINTH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATION AND SENSOR NETWORKS (WCSN 2013) | 2014年 / 299卷

关键词：

Filtering; Clustering; Aggregation; Network lifetime; Energy consumed; Delay; DATA AGGREGATION; DATA FUSION;

D O I：

10.1007/978-81-322-1823-4_17

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Wireless Sensor Network has encouraged researchers to broaden up the field by critically evaluating and realizing its capabilities in various application areas. With every innovation there comes along lot of challenges. Conceiving an idea of implementing wireless sensor network has shown many challenges, i.e., node deployment, data clustering, data aggregation, energy efficiency, lifetime improvement, etc. In this paper, we have proposed a filtering scheme at the sensor/relay node which filters out the spurious and redundant data and is applicable both for critical as well as noncritical applications. The proposed approach shows promising results by filtering out useless data. This technique improves energy efficiency and network lifetime of the network.

引用

页码：177 / 187

页数：11

共 50 条

[21] Tuning in-sensor data filtering to reduce energy consumption in wireless sensor networks
Kadayif, I
Kandemir, M
DESIGN, AUTOMATION AND TEST IN EUROPE CONFERENCE AND EXHIBITION, VOLS 1 AND 2, PROCEEDINGS, 2004, : 852 - 857
[22] Intelligent Approach for Data Collection in Wireless Sensor Networks
Lim, Yujin
Kang, Sanggil
INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2013, 10 (01) : 36 - 42
[23] A Novel Approach to Data Mining in Wireless Sensor Networks
Rakocevic, Goran
Tafa, Zilbert
Milutinovic, Veljko
AD HOC & SENSOR WIRELESS NETWORKS, 2014, 22 (1-2) : 21 - 40
[24] Heuristic Approach for Data Gathering in Wireless Sensor Networks
Mazayev, A.
Correia, N.
Schutz, G.
2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION WORKSHOP (ICCW), 2015, : 692 - 697
[25] Clustering Approach to Data Aggregation in Wireless Sensor Networks
Kumar, Manish
Verma, Shekhar
Singh, Pankaj Pratap
PROCEEDINGS OF THE 2008 16TH INTERNATIONAL CONFERENCE ON NETWORKS, 2008, : 26 - 31
[26] A Multivariate Data Reduction Approach for Wireless Sensor Networks
Atoui, Ibrahim
Makhoul, Abdallah
Couturier, Raphael
Demerjian, Jacques
2021 3RD IEEE MIDDLE EAST AND NORTH AFRICA COMMUNICATIONS CONFERENCE (MENACOMM), 2021, : 43 - 48
[27] An Approach to Data Extraction and Visualisation for Wireless Sensor Networks
Hammoudeh, Mohammad
Newman, Robert
Mount, Sarah
2009 EIGHTH INTERNATIONAL CONFERENCE ON NETWORKS, 2009, : 156 - 161
[28] Frequency Filtering Approach for Data Aggregation in Periodic Sensor Networks
Bahi, Jacques M.
Makhoul, Abdallah
Medlej, Maguy
2012 IEEE NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (NOMS), 2012, : 570 - 573
[29] A New Combinatorial Design Based Data En-Route Filtering Scheme for Wireless Sensor Networks
Kumar, Alok
Pais, Alwyn Roshan
2018 TWENTY FOURTH NATIONAL CONFERENCE ON COMMUNICATIONS (NCC), 2018,
[30] A new approach for storage balancing in Wireless Sensor Networks
Ez-zaidi, Asmaa
Rakrak, Said
PROCEEDINGS OF 2017 INTERNATIONAL CONFERENCE ON ELECTRICAL AND INFORMATION TECHNOLOGIES (ICEIT 2017), 2017,

← 1 2 3 4 5 →